Markus Kaiser - mrksr.de
Markus Kaiser - mrksr.de
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2021
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Structured Models with Gaussian Processes
Markus Kaiser
PDF
Slides
TeX
Hierarchical Models for Insightful Machine Learning
Markus Kaiser
Slides
Video
Modulated Bayesian Optimization using Latent Gaussian Process Models
Erik Bodin
,
Markus Kaiser
,
Ieva Kazlauskaite
,
Neill D.F. Campbell
,
Carl Henrik Ek
PDF
arXiv
Compositional uncertainty in deep Gaussian processes
Ivan Ustyuzhaninov
,
Ieva Kazlauskaite
,
Markus Kaiser
,
Erik Bodin
,
Neill D.F. Campbell
,
Carl Henrik Ek
PDF
arXiv
Bayesian Decomposition of Multi-Modal Dynamical Systems for Reinforcement Learning
Markus Kaiser
,
Clemens Otte
,
Thomas A. Runkler
,
Carl Henrik Ek
TeX
Journal
Learning in the Physical World
Markus Kaiser
Slides
Workshop on Uncertainty Propagation in Composite Models
Markus Kaiser
,
Carl Henrik Ek
,
Neill Campbell
Project
Uncertainties Need a Purpose
Markus Kaiser
Slides
Data Association with Gaussian Processes
Markus Kaiser
,
Clemens Otte
,
Thomas Runkler
,
Carl Henrik Ek
PDF
Slides
Poster
TeX
arXiv
Proceedings
Interpretable Dynamics Models for Data-Efficient Reinforcement Learning
Markus Kaiser
,
Clemens Otte
,
Thomas Runkler
,
Carl Henrik Ek
PDF
Slides
TeX
Proceedings
Bayesian Alignments of Warped Multi-Output Gaussian Processes
Markus Kaiser
,
Clemens Otte
,
Thomas Runkler
,
Carl Henrik Ek
PDF
Slides
Poster
TeX
arXiv
Proceedings
Sparse GP Approximations
Markus Kaiser
Slides
zfix-docker: Dockerized deployment of my server infrastructure
Markus Kaiser
Code
Incorporating Uncertainty into Reinforcement Learning through Gaussian Processes
Markus Kaiser
PDF
Slides
TeX
Incidence-Structures of Power Diagrams
Markus Kaiser
PDF
Code
Slides
LLVM-IL: A Scala-Library that emits LLVM Intermediate Language
Markus Kaiser
Code
Theoretical Computer Science Tutorial
Markus Kaiser
PDF
Code
Project
Oblivious Routing and Minimum Bisection
Markus Kaiser
PDF
Slides
Discrete Structures Tutorial
Markus Kaiser
PDF
Code
Project
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